original text:medium
<https://medium.mybridge.co/30-amazing-python-projects-for-the-past-year-v-2018-9c310b04cdb3>
translate: Let me fly

abstract: This article comes fromMybridge, Introduced the past year30 AmazingPython Open source project. Click on each of them in theGitHub See more details on. Here is the translation.





In the past year,Mybridge AI Comparatively close15000 Open sourcePython project, Before choosing30 name( Probability only0.2%).

This is a very competitive list, Well chosen2017 year1 Month to12 Best open source released between monthsPython library, Tools and Applications.Mybridge AI
By considering popularity, Indicators such as participation and freshness are used to assess the quality of these projects. These projectsGithub The average number of stars on board is3,707 individual.

* Machine learning project of the year( The average number of stars is3,558): Here <https://goo.gl/sqdPgW>(0 copy)
Open source projects can be great for programmers. By reading the source code and building something on top of an existing project. It's time to play what you might have missed in the past yearPython Project!

< Recommended reading>

A) Beginner <http://bit.ly/2Dci974>





Python Bible: structure11 Projects from beginners to professionals <http://bit.ly/2Dci974>

[27,672 Article recommendation,4.7 / 5 Star]

B) Data Science <http://bit.ly/2Eso3R0>





Python Data science and machine learning training camp: UseNumPy,Pandas,Seaborn,Matplotlib,Plotly
<http://bit.ly/2Eso3R0>

[90,212 Article recommendation,4.6 / 5 Star]

( Click on the number below, Rating the biggest contributors)

Python List of open source projects

The first
<https://github.com/home-assistant/home-assistant?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more>

Family Assistant(v0.6+): Open source home automation platform
stayPython 3 Up operation[Github upper11357 Star]. fromPaulus Schoutsen provide <https://medium.com/@balloob>





Proxime accessit
<https://github.com/pytorch/pytorch?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more>

Pytorch: strongGPU acceleratePython MediumTensor And dynamic neural network[Github upper11019 Star]. fromAdam Paszke
andpytorch Provided by other team members





Third
<https://github.com/google/grumpy?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more>

Grumpy: OnePython Decompile and run source code[Github upper8367 Star]. fromDylan Trotter andGoogle Provided by other members of





Fourth place
<https://github.com/channelcat/sanic?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more>

Sanic: asynchronousPython3.5+Web Server acceleration[Github upper8028 Star]. fromChannel Cat andEli Uriegas
<https://medium.com/@seemethere> provide





Fifth place
<https://github.com/google/python-fire?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more>

Python—fire: From arbitraryPython Automatically generate command line interface in object(CLIs) Library[Github upper7775 Star]. fromDavid
Bieber And fromGoogle Brain(Google
Brain yesGoogle Internal framework for training large-scale deep neural network, It provides users with convenientAPI) Provided by other members of





Sixth place
<https://github.com/explosion/spaCy?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more>

spaCy(v2.0): usePython andCython Natural language processing for industrial strength(NLP)[Github upper7663 Star]. fromMatthew Honnibal
<https://medium.com/@honnibal> provide





Seventh place
<https://github.com/kennethreitz/pipenv?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more>

Pipenv: HumanPython Development workflow[Github upper7273 Star]. fromKenneth Reitz
<https://medium.com/@kennethreitz_57121> provide





Eighth place
<https://github.com/micropython/micropython?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more>

MicroPython: Simple and efficientPython Implementation of micro control and constraint system[Github upper5728 Star]





Ninth place
<https://github.com/facebookincubator/prophet?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more>

Prophet: A high quality forecasting tool for generating multi seasonal time series data with linear or nonlinear growth[Github upper4369 Star]. fromFacebook provide





Tenth place
<https://github.com/SerpentAI/SerpentAI?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more>

SerpentAI: usePython Game agent framework. Help createAis/Bots, Can play any game[Github upper3411 Star]. fromNicholas Brochu
<https://medium.com/@nbrochu> provide





Eleventh place
<https://github.com/plotly/dash?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more>

Dash: Pure usePython Written interactive, Real time responsiveWeb application program[Github upper3281 Star]. fromChris P
<https://medium.com/@chriddyp> provide





Twelfth place
<https://github.com/timgrossmann/InstaPy?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more>

InstaPy:Instagram Bot. Like/Comment/Follow Automation script.[Github upper3179 Star]. fromTImG
<https://medium.com/@TimGrossmann> provide





Thirteenth place
<https://github.com/tomchristie/apistar?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more>

Apistar: A fast and expressiveAPI frame. Be used forPython**[Github upper3024 Star]**. fromTom Christie
<https://medium.com/@_tomchristie> provide





Fourteenth place
<https://github.com/facebookresearch/faiss?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more>

Faiss: Effective similarity search and the library of dense vector cluster[Github upper2717 Star]. fromMatthijs Douze And fromFacebook research institute
<https://medium.com/@FBResearch> Provided by other members of





Fifteenth place
<https://github.com/MechanicalSoup/MechanicalSoup?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more>

MechanicalSoup: An automatic interactivePython library[Github upper2244 Star].





Sixteenth place <>

Better-exceptions: usePython Written to automatically handle beautiful and useful exceptions[Github upper2121 Star]. fromQix
<https://medium.com/@qix> provide





Seventeenth place
<https://github.com/vi3k6i5/flashtext?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more>

Flashtext: Extract keywords from sentences or replace keywords in sentences[Github upper2019 Star]. fromVikash Singh
<https://medium.com/@vi3k6i5> provide





Eighteenth place
<https://github.com/kennethreitz/maya?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more>

Maya: usePython Date and time of human realization[Github upper1828 Star]. fromKenneth Reitz
<https://medium.com/@kennethreitz_57121> provide





Nineteenth place
<https://github.com/lk-geimfari/mimesis?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more>

Mimesis (v1.0):Python library, Help to generate simulation data in different languages for different purposes. This data is particularly useful at different stages of software development and testing
[Github upper1732 Star]. fromLíkið Geimfari <https://medium.com/@likid.geimfari> provide





Twentieth place
<https://github.com/zhoubear/open-paperless?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more>

Open paperless: scanning, Index and archive all paper documents. A document management system[Github upper1717 Star]. fromTina Zhou
<https://medium.com/@littlezhoubear> provide





21st place
<https://github.com/Manisso/fsociety?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more>

Fsociety: Hacker Kit. Penetration testing framework[Github upper1585 Star]. fromManis Manisso
<https://medium.com/@manismanisso> provide





22nd place
<https://github.com/agermanidis/livepython?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more>

LivePython: Real time visual trackingPython Code[Github upper1577 Star]. fromAnastasis Germanidis
<https://medium.com/@anastasis> provide





23rd place
<https://github.com/ofek/hatch?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more>

Hatch: Be used forPython Modern projects of, Package and Virtual Environment Manager[Github upper1537 Star]. fromOfek Lev
<https://medium.com/@ofek> provide





24th place
<https://github.com/google/tangent?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more>

Tangent: Pure usePython Implement the source to source debuggable derivative[Github upper1433 Star]. fromAlex Wiltschko And fromGoogle Brain Provided by other members





25th place
<https://github.com/anfederico/Clairvoyant?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more>

Clairvoyant: Identifying and monitoring historical clues to short-term stock trendsPython program[Github upper1159 Star]. fromAnthony Federico
<https://medium.com/@anfederico> provide





26th place
<https://github.com/Instagram/MonkeyType?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more>

MonkeyType:Python A system that generates static type annotations by collecting runtime types[Github upper1143 Star]. fromInstagram Engineering Group
<https://medium.com/@InstagramEng> OfCarl Meyer <https://medium.com/@carlmeyer> provide





27th place
<https://github.com/ChrisKnott/Eel?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more>

Eel: A small one.Python library, For making simple electronicsHTML / js GUI application program[Github upper1137 Star].





28th place
<https://github.com/NicolasHug/Surprise?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more>

Surprise v1.0: Establish and analyze thePython scikit**[Github upper1103 Star]**.





29th place
<https://github.com/gaojiuli/gain?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more>

Gain: Get everyone'sWeb Crawling frame[Github upper1009 Star]. By Gao Jiuli <https://medium.com/@gaojiuli> provide





Thirtieth place
<https://github.com/WZBSocialScienceCenter/pdftabextract?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more>

PDFTabExtract: A group ofPDF Tools for extracting tables from files, It is helpful for data mining of scanned documents[Github upper722 Star].





This is it.Python2017 Annual open source project. Can be inMybridge website <http://mybridge.co/skills/python>
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